agentmorris / camera-trap-ml-survey
Everything I know about machine learning and camera traps.
☆144Updated last week
Alternatives and similar repositories for camera-trap-ml-survey:
Users that are interested in camera-trap-ml-survey are comparing it to the libraries listed below
- MEWC: Mega Efficient Wildlife Classifier☆32Updated 4 months ago
- Automatically identify animals in camera trap images by training a deep neural network.☆51Updated 5 years ago
- Simplify camera trap image analysis with AI species recognition models based around the MegaDetector model☆133Updated this week
- AI-Powered Camera-Trap Image Processing☆35Updated this week
- MegaDetector is an AI model that helps conservation folks spend less time doing boring things with camera trap images.☆152Updated this week
- MegaDetector models served over FastAPI & visualized with Streamlit☆10Updated last year
- This repo contains code+pre-trained models for extracting information from camera-trap images. The pre-trained models have been trained o…☆117Updated last year
- A desktop application that makes using MegaDetector's model easier☆44Updated 2 years ago
- Classify camera trap images using machine learning with R Shiny Apps☆37Updated 4 years ago
- Collection of recent work on using computer vision and aerial imagery for wildlife conservation.☆18Updated 5 years ago
- 📷🦔 CamTrapML Python Library for Detecting, Classifying, and Analysing Camera Trap Imagery.☆17Updated 2 years ago
- Animl comprises a variety of machine learning tools for analyzing ecological data. The package includes a set of functions to classify su…☆18Updated last week
- Distance Estimation for Estimating Animal Abundance☆19Updated 7 months ago
- A frontend web app for viewing & labeling camera trap data by The Nature Conservancy.☆20Updated this week
- Tools for detecting wildlife in aerial images using active learning☆235Updated 9 months ago
- ☆61Updated 3 weeks ago
- An introduction to analysing standardised camera trap data from the WildCAM network.☆24Updated 3 months ago
- This is an R package that enables environmental sensor users to create comprehensive work flows for managing and analyzing data☆13Updated last month
- R package for camera trap data management☆36Updated this week
- Bounding Box Editor and Exporter☆19Updated 10 months ago
- CAPTAIN is a Python program to optimize conservation planning based on biodiversity data and simulations using reinforcement learning☆49Updated last year
- To gain access, please finish setting up this repository now at: https://repos.opensource.microsoft.com/microsoft/wizard?existingreponam…☆103Updated last year
- A curated list of deep learning papers in ecology.☆93Updated 6 months ago
- Machine Learning for Wildlife Image Classification☆71Updated 4 years ago
- PyTorch Wildlife: a Collaborative Deep Learning Framework for Conservation.☆864Updated last week
- A Python package for identifying 42 kinds of animals, training custom models, and estimating distance from camera trap videos and images☆128Updated last week
- Random utility scripts I want to share☆34Updated last month
- Scan audio recordings for bird sounds and generate Audacity label files☆16Updated last week
- This software is a compilation of functions made in R to analyze orthomosaic images from research field trials from agriculture or plant …☆35Updated last month
- A deep learning project in cooperation with the NOAA Marine Mammal Lab to detect & classify arctic seals in aerial imagery to understand …☆34Updated 2 years ago